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This course is the second of two offerings designed to introduce learners to the current market trends in analytics. Building upon the concepts introduced in Part 1, this course introduces learners to an overview of data lakes, data warehouses,…

Learn how to use a trained machine learning model to generate batch predictions in Microsoft Fabric.

Units in this learning path:

• Introduction
• Fabric Models
• Prepare Data
• Generate Predictions
• Exercise
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer, Data Scientist

Level: Beginner

Subjects: Data Management, Machine Learning

Duration: 50 minutes

You'll learn how to retrieve data from a variety of data sources, including Microsoft Excel, relational databases, and NoSQL data stores. You'll also learn how to improve performance while retrieving data.

Units in this learning path:

• 1 Introduction
• 2 Data Files
• 3 Relational Data
• Parameters
• 4 Nosql Database
• 5 Online Services
• 6 Storage Mode
• 7 Azure Analysis Services
• 8 Performance Issues
• 9 Import Errors
• Lab Prepare
• 10 Check
• 11 Summary

Products: Power Bi, Power Platform

Roles: Data Analyst

Level: Intermediate

Subjects: Data Management

Duration: 106 minutes

Do you want to learn how to build solutions that can use a standardized data structure, and work with other solutions sharing the same data model? Do you want to extend the standard model to support custom solutions? This learning path explains the concepts behind and benefits of Dataverse. Creating an environment, entities, fields and options sets are also discussed.

Modules in this learning path:

• Create Manage Environments
• Powerapps Common Data Service
• Create Manage Entities
• Create Manage Fields Within Entity
• Working with Option Sets
• Load Export Data Create Data Views
• Connect Other Data

Products: Dynamics 365, Power Platform, Dataverse, Power Apps

Roles: Functional Consultant

Level: Beginner

Subjects: Data Management, Data Storage, Information Protection Governance

Duration: 356 minutes

Discover how to utilize AI Builder category classification to tag text with category labels, like emails.

Units in this learning path:

• Introduction
• Solve Problems
• Exercise
• Check
• Summary

Products: AI Builder, Power Apps

Roles: Maker, Functional Consultant

Level: Beginner

Subjects: Data Modeling

Duration: 26 minutes

Learn how Azure SQL Database works, the key concepts, and practical examples to help developers effectively utilize Azure SQL Database in their cloud-based applications.

Units in this learning path:

• Introduction
• Explain SQL Database Deployment Options
• Explore Hyperscale Capabilities
• Understand Serverless Compute Tier
• Enable Application Resilience
• Build AI Application
• Exercise Enable Auto Failover Groups
• Knowledge Check
• Summary

Products: Azure SQL Database, Azure

Roles: Developer, Solution Architect

Level: Intermediate

Subjects: Databases, Cloud Computing, Artificial Intelligence

Duration: 82 minutes

Get started with Copilot in Microsoft Fabric for Data Warehouse

Units in this learning path:

• Introduction
• Code Completions
• Chat
• Quick Actions
• Best Practices
• Exercise Copilot Fabric Data Warehouse
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering, Data Integration

Duration: 46 minutes

Get Started with Copilot in Microsoft Fabric for data engineering.

Units in this learning path:

• Introduction
• Dataflow Gen2
• Exercise Copilot Fabric Dataflow Gen2
• Data Pipelines
• Notebooks
• Exercise Copilot Fabric Notebooks
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering, Data Integration

Duration: 86 minutes

Copilot in Power BI allows you to interact with your data using natural language to gain insights. Copilot also increases productivity when create reports using Power BI.

Units in this learning path:

• Introduction
• Prepare Data Copilot
• Create Reports Copilot
• Prep Data for AI
• Knowledge Check
• Summary

Products: Power Platform, Power Bi, Fabric

Roles: Data Analyst

Level: Intermediate

Subjects: Data Visualization, Data Analytics

Duration: 27 minutes

Learn how Cosmos DB Database in Microsoft Fabric works, the key concepts, and practical examples to help users Cosmos DB Database effectively as part of their analytics solutions.

Units in this learning path:

• Introduction
• Understand Cosmos Db Nosql Fabric
• Create Explore Cosmos Db Nosql Fabric Database
• Build Operational Workloads Cosmos Db Nosql Fabric
• Secure Monitor Cosmos Db Nosql Fabric
• Cosmos Db Nosql Fabric Analytical Endpoint
• Exercise Create Populate Query Cosmos Db Nosql Fabric Database
• Knowledge Check
• Summary

Products: Fabric, Azure Cosmos Db

Roles: Data Engineer, Solution Architect

Level: Beginner

Subjects: Databases, Cloud Computing

Duration: 42 minutes

Learn about the Microsoft Dynamics 365 Customer Insights - Data.

Units in this learning path:

• 1 Introduction
• 2 Customer Insights
• Customer Insights Architecture
• 3 Audience Insights
• Get Started
• Consume
• Copilot in Customer Insights Data
• 5 Check
• 6 Summary

Products: Dynamics 365, Customer Insights Data

Roles: Business Analyst, Functional Consultant

Level: Intermediate

Subjects: Data Analytics

Duration: 34 minutes

Learn how to use Fabric IQ to model business concepts in an ontology, bind them to data sources, visualize relationships, and build data agents grounded in your business vocabulary.

Modules in this learning path:

• Understand Fabric Iq Fundamentals
• Create Ontology with Fabric Iq
• Visualize Ontology Fabric Iq
• Build Fabric Data Agent Ontology

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Beginner

Subjects: Data Analytics

Duration: 291 minutes